Asymptotic Cross-Entropy Weighting and Guided-Loss in Supervised Hierarchical Setting using Deep Attention Network. - Charles A. Kantor; Brice Rauby; Léonard Boussioux; Emmanuel Jehanno; André-Philippe Drapeau Picard; Maxim Larrivée; Hugues Talbot (AI4SG@AAAI Fall Symposium, 2020)

Geo-Spatiotemporal Features and Shape-Based Prior Knowledge for Fine-grained Imbalanced Data Classification. - Charles A. Kantor; Marta Skreta; Brice Rauby; Léonard Boussioux; Emmanuel Jehanno; Alexandra Luccioni; David Rolnick; Hugues Talbot (CoRR, 2021)

Self-Attention in Colors: Another Take on Encoding Graph Structure in Transformers. - Romain Menegaux; Emmanuel Jehanno; Margot Selosse; Julien Mairal (Trans. Mach. Learn. Res., 2023)